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Liam Cottle
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Liam Cottle just got measured.
3/10 means Liam Cottle is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About Liam Cottle
UI Design Contact Liam Cottle Software Engineer from Gisborne, New Zealand Hi 👋, I'm Liam, a self taught Software Engineer with more than 15 years of experience in designing, developing and maintaining high quality mobile and web applications.
Details
Category: Technology
liam.devAI Visibility Breakdown
1
Structured Data
3
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
Is this your brand?
Claim free. You'll see:
Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on June 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/liam-dev
Cite this score: Engagemii (2026). "AEO Score for Liam Cottle." Retrieved from https://engagemii.com/aeo/brands/liam-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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